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README.md

@@ -1,85 +1,137 @@
 ---
-description: 'Spectra dataset based on SDSS-IV.
+{}
+---
+
+    ---
+    description: 'Spectra dataset based on SDSS-IV.
 
   '
 homepage: https://www.sdss.org/
 version: 1.0.0
-citation: "\n@ARTICLE{2022ApJS..259...35A,\n       author = {{Abdurro'uf} and {Accetta},\
-  \ Katherine and {Aerts}, Conny and {Silva Aguirre}, V{'\\i}ctor and {Ahumada}, Romina\
-  \ and {Ajgaonkar}, Nikhil and {Filiz Ak}, N. and {Alam}, Shadab and {Allende Prieto},\
-  \ Carlos and {Almeida}, Andr{'e}s and {Anders}, Friedrich and {Anderson}, Scott\
-  \ F. and {Andrews}, Brett H. and {Anguiano}, Borja and {Aquino-Ort{'\\i}z}, Erik\
-  \ and {Arag{'o}n-Salamanca}, Alfonso and {Argudo-Fern{'a}ndez}, Maria and {Ata},\
-  \ Metin and {Aubert}, Marie and {Avila-Reese}, Vladimir and {Badenes}, Carles and\
-  \ {Barb{'a}}, Rodolfo H. and {Barger}, Kat and {Barrera-Ballesteros}, Jorge K. and\
-  \ {Beaton}, Rachael L. and {Beers}, Timothy C. and {Belfiore}, Francesco and {Bender},\
-  \ Chad F. and {Bernardi}, Mariangela and {Bershady}, Matthew A. and {Beutler}, Florian\
-  \ and {Bidin}, Christian Moni and {Bird}, Jonathan C. and {Bizyaev}, Dmitry and\
-  \ {Blanc}, Guillermo A. and {Blanton}, Michael R. and {Boardman}, Nicholas Fraser\
-  \ and {Bolton}, Adam S. and {Boquien}, M{'e}d{'e}ric and {Borissova}, Jura and {Bovy},\
-  \ Jo and {Brandt}, W.~N. and {Brown}, Jordan and {Brownstein}, Joel R. and {Brusa},\
-  \ Marcella and {Buchner}, Johannes and {Bundy}, Kevin and {Burchett}, Joseph N.\
-  \ and {Bureau}, Martin and {Burgasser}, Adam and {Cabang}, Tuesday K. and {Campbell},\
-  \ Stephanie and {Cappellari}, Michele and {Carlberg}, Joleen K. and {Wanderley},\
-  \ F{'a}bio Carneiro and {Carrera}, Ricardo and {Cash}, Jennifer and {Chen}, Yan-Ping\
-  \ and {Chen}, Wei-Huai and {Cherinka}, Brian and {Chiappini}, Cristina and {Choi},\
-  \ Peter Doohyun and {Chojnowski}, S. Drew and {Chung}, Haeun and {Clerc}, Nicolas\
-  \ and {Cohen}, Roger E. and {Comerford}, Julia M. and {Comparat}, Johan and {da\
-  \ Costa}, Luiz and {Covey}, Kevin and {Crane}, Jeffrey D. and {Cruz-Gonzalez}, Irene\
-  \ and {Culhane}, Connor and {Cunha}, Katia and {Dai}, Y. Sophia and {Damke}, Guillermo\
+citation: "% % ACKNOWLEDGEMENTS\n% % From: https://www.sdss4.org/collaboration/citing-sdss/\n\
+  % \n% Funding for the Sloan Digital Sky Survey IV has been provided by the Alfred\
+  \ P. Sloan Foundation, the U.S. Department of Energy Office of Science, and the\
+  \ Participating Institutions. SDSS acknowledges support and resources from the Center\
+  \ for High-Performance Computing at the University of Utah. The SDSS web site is\
+  \ www.sdss4.org.\n% \n% SDSS is managed by the Astrophysical Research Consortium\
+  \ for the Participating Institutions of the SDSS Collaboration including the Brazilian\
+  \ Participation Group, the Carnegie Institution for Science, Carnegie Mellon University,\
+  \ Center for Astrophysics | Harvard & Smithsonian (CfA), the Chilean Participation\
+  \ Group, the French Participation Group, Instituto de Astrofísica de Canarias, The\
+  \ Johns Hopkins University, Kavli Institute for the Physics and Mathematics of the\
+  \ Universe (IPMU) / University of Tokyo, the Korean Participation Group, Lawrence\
+  \ Berkeley National Laboratory, Leibniz Institut für Astrophysik Potsdam (AIP),\
+  \ Max-Planck-Institut für Astronomie (MPIA Heidelberg), Max-Planck-Institut für\
+  \ Astrophysik (MPA Garching), Max-Planck-Institut für Extraterrestrische Physik\
+  \ (MPE), National Astronomical Observatories of China, New Mexico State University,\
+  \ New York University, University of Notre Dame, Observatório Nacional / MCTI, The\
+  \ Ohio State University, Pennsylvania State University, Shanghai Astronomical Observatory,\
+  \ United Kingdom Participation Group, Universidad Nacional Autónoma de México, University\
+  \ of Arizona, University of Colorado Boulder, University of Oxford, University of\
+  \ Portsmouth, University of Utah, University of Virginia, University of Washington,\
+  \ University of Wisconsin, Vanderbilt University, and Yale University.\n% \n% In\
+  \ addition, the appropriate SDSS acknowledgment(s) for the survey and data releases\
+  \ that were used should be included in the Acknowledgments section: \n% \n% Funding\
+  \ for the Sloan Digital Sky Survey IV has been provided by the \n% Alfred P. Sloan\
+  \ Foundation, the U.S. Department of Energy Office of \n% Science, and the Participating\
+  \ Institutions. \n% \n% SDSS-IV acknowledges support and resources from the Center\
+  \ for High \n% Performance Computing  at the University of Utah. The SDSS \n% website\
+  \ is www.sdss4.org.\n% \n% SDSS-IV is managed by the Astrophysical Research Consortium\
+  \ \n% for the Participating Institutions of the SDSS Collaboration including \n\
+  % the Brazilian Participation Group, the Carnegie Institution for Science, \n% Carnegie\
+  \ Mellon University, Center for Astrophysics | Harvard \\& \n% Smithsonian, the\
+  \ Chilean Participation Group, the French Participation Group, \n% Instituto de\
+  \ Astrof\\'isica de Canarias, The Johns Hopkins \n% University, Kavli Institute\
+  \ for the Physics and Mathematics of the \n% Universe (IPMU) / University of Tokyo,\
+  \ the Korean Participation Group, \n% Lawrence Berkeley National Laboratory, Leibniz\
+  \ Institut f\\\"ur Astrophysik \n% Potsdam (AIP),  Max-Planck-Institut f\\\"ur Astronomie\
+  \ (MPIA Heidelberg), \n% Max-Planck-Institut f\\\"ur Astrophysik (MPA Garching),\
+  \ \n% Max-Planck-Institut f\\\"ur Extraterrestrische Physik (MPE), \n% National\
+  \ Astronomical Observatories of China, New Mexico State University, \n% New York\
+  \ University, University of Notre Dame, Observat\\'ario \n% Nacional / MCTI, The\
+  \ Ohio State University, Pennsylvania State \n% University, Shanghai Astronomical\
+  \ Observatory, United \n% Kingdom Participation Group, Universidad Nacional Aut\\\
+  'onoma \n% de M\\'exico, University of Arizona, University of Colorado Boulder,\
+  \ \n% University of Oxford, University of Portsmouth, University of Utah, \n% University\
+  \ of Virginia, University of Washington, University of \n% Wisconsin, Vanderbilt\
+  \ University, and Yale University.\n% \n% CITATION\n@ARTICLE{2022ApJS..259...35A,\n\
+  \       author = {{Abdurro'uf} and {Accetta}, Katherine and {Aerts}, Conny and {Silva\
+  \ Aguirre}, V{\\'\\i}ctor and {Ahumada}, Romina and {Ajgaonkar}, Nikhil and {Filiz\
+  \ Ak}, N. and {Alam}, Shadab and {Allende Prieto}, Carlos and {Almeida}, Andr{\\\
+  'e}s and {Anders}, Friedrich and {Anderson}, Scott F. and {Andrews}, Brett H. and\
+  \ {Anguiano}, Borja and {Aquino-Ort{\\'\\i}z}, Erik and {Arag{\\'o}n-Salamanca},\
+  \ Alfonso and {Argudo-Fern{\\'a}ndez}, Maria and {Ata}, Metin and {Aubert}, Marie\
+  \ and {Avila-Reese}, Vladimir and {Badenes}, Carles and {Barb{\\'a}}, Rodolfo H.\
+  \ and {Barger}, Kat and {Barrera-Ballesteros}, Jorge K. and {Beaton}, Rachael L.\
+  \ and {Beers}, Timothy C. and {Belfiore}, Francesco and {Bender}, Chad F. and {Bernardi},\
+  \ Mariangela and {Bershady}, Matthew A. and {Beutler}, Florian and {Bidin}, Christian\
+  \ Moni and {Bird}, Jonathan C. and {Bizyaev}, Dmitry and {Blanc}, Guillermo A. and\
+  \ {Blanton}, Michael R. and {Boardman}, Nicholas Fraser and {Bolton}, Adam S. and\
+  \ {Boquien}, M{\\'e}d{\\'e}ric and {Borissova}, Jura and {Bovy}, Jo and {Brandt},\
+  \ W.~N. and {Brown}, Jordan and {Brownstein}, Joel R. and {Brusa}, Marcella and\
+  \ {Buchner}, Johannes and {Bundy}, Kevin and {Burchett}, Joseph N. and {Bureau},\
+  \ Martin and {Burgasser}, Adam and {Cabang}, Tuesday K. and {Campbell}, Stephanie\
+  \ and {Cappellari}, Michele and {Carlberg}, Joleen K. and {Wanderley}, F{\\'a}bio\
+  \ Carneiro and {Carrera}, Ricardo and {Cash}, Jennifer and {Chen}, Yan-Ping and\
+  \ {Chen}, Wei-Huai and {Cherinka}, Brian and {Chiappini}, Cristina and {Choi}, Peter\
+  \ Doohyun and {Chojnowski}, S. Drew and {Chung}, Haeun and {Clerc}, Nicolas and\
+  \ {Cohen}, Roger E. and {Comerford}, Julia M. and {Comparat}, Johan and {da Costa},\
+  \ Luiz and {Covey}, Kevin and {Crane}, Jeffrey D. and {Cruz-Gonzalez}, Irene and\
+  \ {Culhane}, Connor and {Cunha}, Katia and {Dai}, Y. Sophia and {Damke}, Guillermo\
   \ and {Darling}, Jeremy and {Davidson}, James W., Jr. and {Davies}, Roger and {Dawson},\
-  \ Kyle and {De Lee}, Nathan and {Diamond-Stanic}, Aleksandar M. and {Cano-D{'\\\
-  i}az}, Mariana and {S{'a}nchez}, Helena Dom{'\\i}nguez and {Donor}, John and {Duckworth},\
-  \ Chris and {Dwelly}, Tom and {Eisenstein}, Daniel J. and {Elsworth}, Yvonne P.\
-  \ and {Emsellem}, Eric and {Eracleous}, Mike and {Escoffier}, Stephanie and {Fan},\
-  \ Xiaohui and {Farr}, Emily and {Feng}, Shuai and {Fern{'a}ndez-Trincado}, Jos{'e}\
-  \ G. and {Feuillet}, Diane and {Filipp}, Andreas and {Fillingham}, Sean P. and {Frinchaboy},\
-  \ Peter M. and {Fromenteau}, Sebastien and {Galbany}, Llu{'\\i}s and {Garc{'\\i}a},\
-  \ Rafael A. and {Garc{'\\i}a-Hern{'a}ndez}, D.~A. and {Ge}, Junqiang and {Geisler},\
-  \ Doug and {Gelfand}, Joseph and {G{'e}ron}, Tobias and {Gibson}, Benjamin J. and\
-  \ {Goddy}, Julian and {Godoy-Rivera}, Diego and {Grabowski}, Kathleen and {Green},\
-  \ Paul J. and {Greener}, Michael and {Grier}, Catherine J. and {Griffith}, Emily\
-  \ and {Guo}, Hong and {Guy}, Julien and {Hadjara}, Massinissa and {Harding}, Paul\
-  \ and {Hasselquist}, Sten and {Hayes}, Christian R. and {Hearty}, Fred and {Hern{'a}ndez},\
-  \ Jes{'u}s and {Hill}, Lewis and {Hogg}, David W. and {Holtzman}, Jon A. and {Horta},\
-  \ Danny and {Hsieh}, Bau-Ching and {Hsu}, Chin-Hao and {Hsu}, Yun-Hsin and {Huber},\
-  \ Daniel and {Huertas-Company}, Marc and {Hutchinson}, Brian and {Hwang}, Ho Seong\
-  \ and {Ibarra-Medel}, H{'e}ctor J. and {Chitham}, Jacob Ider and {Ilha}, Gabriele\
-  \ S. and {Imig}, Julie and {Jaekle}, Will and {Jayasinghe}, Tharindu and {Ji}, Xihan\
-  \ and {Johnson}, Jennifer A. and {Jones}, Amy and {J{\"o}nsson}, Henrik and {Katkov},\
-  \ Ivan and {Khalatyan}, Arman, Dr. and {Kinemuchi}, Karen and {Kisku}, Shobhit and\
-  \ {Knapen}, Johan H. and {Kneib}, Jean-Paul and {Kollmeier}, Juna A. and {Kong},\
-  \ Miranda and {Kounkel}, Marina and {Kreckel}, Kathryn and {Krishnarao}, Dhanesh\
-  \ and {Lacerna}, Ivan and {Lane}, Richard R. and {Langgin}, Rachel and {Lavender},\
-  \ Ramon and {Law}, David R. and {Lazarz}, Daniel and {Leung}, Henry W. and {Leung},\
-  \ Ho-Hin and {Lewis}, Hannah M. and {Li}, Cheng and {Li}, Ran and {Lian}, Jianhui\
-  \ and {Liang}, Fu-Heng and {Lin}, Lihwai and {Lin}, Yen-Ting and {Lin}, Sicheng\
-  \ and {Lintott}, Chris and {Long}, Dan and {Longa-Pe{\\~n}a}, Pen{'e}lope and {L{'o}pez-Cob{'a}},\
-  \ Carlos and {Lu}, Shengdong and {Lundgren}, Britt F. and {Luo}, Yuanze and {Mackereth},\
-  \ J. Ted and {de la Macorra}, Axel and {Mahadevan}, Suvrath and {Majewski}, Steven\
-  \ R. and {Manchado}, Arturo and {Mandeville}, Travis and {Maraston}, Claudia and\
-  \ {Margalef-Bentabol}, Berta and {Masseron}, Thomas and {Masters}, Karen L. and\
-  \ {Mathur}, Savita and {McDermid}, Richard M. and {Mckay}, Myles and {Merloni},\
-  \ Andrea and {Merrifield}, Michael and {Meszaros}, Szabolcs and {Miglio}, Andrea\
-  \ and {Di Mille}, Francesco and {Minniti}, Dante and {Minsley}, Rebecca and {Monachesi},\
-  \ Antonela and {Moon}, Jeongin and {Mosser}, Benoit and {Mulchaey}, John and {Muna},\
-  \ Demitri and {Mu{\\~n}oz}, Ricardo R. and {Myers}, Adam D. and {Myers}, Natalie\
-  \ and {Nadathur}, Seshadri and {Nair}, Preethi and {Nandra}, Kirpal and {Neumann},\
-  \ Justus and {Newman}, Jeffrey A. and {Nidever}, David L. and {Nikakhtar}, Farnik\
-  \ and {Nitschelm}, Christian and {O'Connell}, Julia E. and {Garma-Oehmichen}, Luis\
-  \ and {Luan Souza de Oliveira}, Gabriel and {Olney}, Richard and {Oravetz}, Daniel\
-  \ and {Ortigoza-Urdaneta}, Mario and {Osorio}, Yeisson and {Otter}, Justin and {Pace},\
-  \ Zachary J. and {Padilla}, Nelson and {Pan}, Kaike and {Pan}, Hsi-An and {Parikh},\
-  \ Taniya and {Parker}, James and {Peirani}, Sebastien and {Pe{\\~n}a Ram{'\\i}rez},\
-  \ Karla and {Penny}, Samantha and {Percival}, Will J. and {Perez-Fournon}, Ismael\
-  \ and {Pinsonneault}, Marc and {Poidevin}, Fr{'e}d{'e}rick and {Poovelil}, Vijith\
-  \ Jacob and {Price-Whelan}, Adrian M. and {B{'a}rbara de Andrade Queiroz}, Anna\
-  \ and {Raddick}, M. Jordan and {Ray}, Amy and {Rembold}, Sandro Barboza and {Riddle},\
-  \ Nicole and {Riffel}, Rogemar A. and {Riffel}, Rog{'e}rio and {Rix}, Hans-Walter\
-  \ and {Robin}, Annie C. and {Rodr{'\\i}guez-Puebla}, Aldo and {Roman-Lopes}, Alexandre\
-  \ and {Rom{'a}n-Z{'u}{\\~n}iga}, Carlos and {Rose}, Benjamin and {Ross}, Ashley\
-  \ J. and {Rossi}, Graziano and {Rubin}, Kate H.~R. and {Salvato}, Mara and {S{'a}nchez},\
-  \ Seb{'a}stian F. and {S{'a}nchez-Gallego}, Jos{'e} R. and {Sanderson}, Robyn and\
+  \ Kyle and {De Lee}, Nathan and {Diamond-Stanic}, Aleksandar M. and {Cano-D{\\'\\\
+  i}az}, Mariana and {S{\\'a}nchez}, Helena Dom{\\'\\i}nguez and {Donor}, John and\
+  \ {Duckworth}, Chris and {Dwelly}, Tom and {Eisenstein}, Daniel J. and {Elsworth},\
+  \ Yvonne P. and {Emsellem}, Eric and {Eracleous}, Mike and {Escoffier}, Stephanie\
+  \ and {Fan}, Xiaohui and {Farr}, Emily and {Feng}, Shuai and {Fern{\\'a}ndez-Trincado},\
+  \ Jos{\\'e} G. and {Feuillet}, Diane and {Filipp}, Andreas and {Fillingham}, Sean\
+  \ P. and {Frinchaboy}, Peter M. and {Fromenteau}, Sebastien and {Galbany}, Llu{\\\
+  '\\i}s and {Garc{\\'\\i}a}, Rafael A. and {Garc{\\'\\i}a-Hern{\\'a}ndez}, D.~A.\
+  \ and {Ge}, Junqiang and {Geisler}, Doug and {Gelfand}, Joseph and {G{\\'e}ron},\
+  \ Tobias and {Gibson}, Benjamin J. and {Goddy}, Julian and {Godoy-Rivera}, Diego\
+  \ and {Grabowski}, Kathleen and {Green}, Paul J. and {Greener}, Michael and {Grier},\
+  \ Catherine J. and {Griffith}, Emily and {Guo}, Hong and {Guy}, Julien and {Hadjara},\
+  \ Massinissa and {Harding}, Paul and {Hasselquist}, Sten and {Hayes}, Christian\
+  \ R. and {Hearty}, Fred and {Hern{\\'a}ndez}, Jes{\\'u}s and {Hill}, Lewis and {Hogg},\
+  \ David W. and {Holtzman}, Jon A. and {Horta}, Danny and {Hsieh}, Bau-Ching and\
+  \ {Hsu}, Chin-Hao and {Hsu}, Yun-Hsin and {Huber}, Daniel and {Huertas-Company},\
+  \ Marc and {Hutchinson}, Brian and {Hwang}, Ho Seong and {Ibarra-Medel}, H{\\'e}ctor\
+  \ J. and {Chitham}, Jacob Ider and {Ilha}, Gabriele S. and {Imig}, Julie and {Jaekle},\
+  \ Will and {Jayasinghe}, Tharindu and {Ji}, Xihan and {Johnson}, Jennifer A. and\
+  \ {Jones}, Amy and {J{\\\"o}nsson}, Henrik and {Katkov}, Ivan and {Khalatyan}, Arman,\
+  \ Dr. and {Kinemuchi}, Karen and {Kisku}, Shobhit and {Knapen}, Johan H. and {Kneib},\
+  \ Jean-Paul and {Kollmeier}, Juna A. and {Kong}, Miranda and {Kounkel}, Marina and\
+  \ {Kreckel}, Kathryn and {Krishnarao}, Dhanesh and {Lacerna}, Ivan and {Lane}, Richard\
+  \ R. and {Langgin}, Rachel and {Lavender}, Ramon and {Law}, David R. and {Lazarz},\
+  \ Daniel and {Leung}, Henry W. and {Leung}, Ho-Hin and {Lewis}, Hannah M. and {Li},\
+  \ Cheng and {Li}, Ran and {Lian}, Jianhui and {Liang}, Fu-Heng and {Lin}, Lihwai\
+  \ and {Lin}, Yen-Ting and {Lin}, Sicheng and {Lintott}, Chris and {Long}, Dan and\
+  \ {Longa-Pe{\\~n}a}, Pen{\\'e}lope and {L{\\'o}pez-Cob{\\'a}}, Carlos and {Lu},\
+  \ Shengdong and {Lundgren}, Britt F. and {Luo}, Yuanze and {Mackereth}, J. Ted and\
+  \ {de la Macorra}, Axel and {Mahadevan}, Suvrath and {Majewski}, Steven R. and {Manchado},\
+  \ Arturo and {Mandeville}, Travis and {Maraston}, Claudia and {Margalef-Bentabol},\
+  \ Berta and {Masseron}, Thomas and {Masters}, Karen L. and {Mathur}, Savita and\
+  \ {McDermid}, Richard M. and {Mckay}, Myles and {Merloni}, Andrea and {Merrifield},\
+  \ Michael and {Meszaros}, Szabolcs and {Miglio}, Andrea and {Di Mille}, Francesco\
+  \ and {Minniti}, Dante and {Minsley}, Rebecca and {Monachesi}, Antonela and {Moon},\
+  \ Jeongin and {Mosser}, Benoit and {Mulchaey}, John and {Muna}, Demitri and {Mu{\\\
+  ~n}oz}, Ricardo R. and {Myers}, Adam D. and {Myers}, Natalie and {Nadathur}, Seshadri\
+  \ and {Nair}, Preethi and {Nandra}, Kirpal and {Neumann}, Justus and {Newman}, Jeffrey\
+  \ A. and {Nidever}, David L. and {Nikakhtar}, Farnik and {Nitschelm}, Christian\
+  \ and {O'Connell}, Julia E. and {Garma-Oehmichen}, Luis and {Luan Souza de Oliveira},\
+  \ Gabriel and {Olney}, Richard and {Oravetz}, Daniel and {Ortigoza-Urdaneta}, Mario\
+  \ and {Osorio}, Yeisson and {Otter}, Justin and {Pace}, Zachary J. and {Padilla},\
+  \ Nelson and {Pan}, Kaike and {Pan}, Hsi-An and {Parikh}, Taniya and {Parker}, James\
+  \ and {Peirani}, Sebastien and {Pe{\\~n}a Ram{\\'\\i}rez}, Karla and {Penny}, Samantha\
+  \ and {Percival}, Will J. and {Perez-Fournon}, Ismael and {Pinsonneault}, Marc and\
+  \ {Poidevin}, Fr{\\'e}d{\\'e}rick and {Poovelil}, Vijith Jacob and {Price-Whelan},\
+  \ Adrian M. and {B{\\'a}rbara de Andrade Queiroz}, Anna and {Raddick}, M. Jordan\
+  \ and {Ray}, Amy and {Rembold}, Sandro Barboza and {Riddle}, Nicole and {Riffel},\
+  \ Rogemar A. and {Riffel}, Rog{\\'e}rio and {Rix}, Hans-Walter and {Robin}, Annie\
+  \ C. and {Rodr{\\'\\i}guez-Puebla}, Aldo and {Roman-Lopes}, Alexandre and {Rom{\\\
+  'a}n-Z{\\'u}{\\~n}iga}, Carlos and {Rose}, Benjamin and {Ross}, Ashley J. and {Rossi},\
+  \ Graziano and {Rubin}, Kate H.~R. and {Salvato}, Mara and {S{\\'a}nchez}, Seb{\\\
+  'a}stian F. and {S{\\'a}nchez-Gallego}, Jos{\\'e} R. and {Sanderson}, Robyn and\
   \ {Santana Rojas}, Felipe Antonio and {Sarceno}, Edgar and {Sarmiento}, Regina and\
   \ {Sayres}, Conor and {Sazonova}, Elizaveta and {Schaefer}, Adam L. and {Schiavon},\
   \ Ricardo and {Schlegel}, David J. and {Schneider}, Donald P. and {Schultheis},\
@@ -94,9 +146,9 @@ citation: "\n@ARTICLE{2022ApJS..259...35A,\n       author = {{Abdurro'uf} and {A
   \ {Teske}, Johanna and {Thakar}, Ani and {Theissen}, Christopher and {Tkachenko},\
   \ Andrew and {Thomas}, Daniel and {Tojeiro}, Rita and {Hernandez Toledo}, Hector\
   \ and {Troup}, Nicholas W. and {Trump}, Jonathan R. and {Trussler}, James and {Turner},\
-  \ Jacqueline and {Tuttle}, Sarah and {Unda-Sanzana}, Eduardo and {V{'a}zquez-Mata},\
-  \ Jos{'e} Antonio and {Valentini}, Marica and {Valenzuela}, Octavio and {Vargas-Gonz{'a}lez},\
-  \ Jaime and {Vargas-Maga{\\~n}a}, Mariana and {Alfaro}, Pablo Vera and {Villanova},\
+  \ Jacqueline and {Tuttle}, Sarah and {Unda-Sanzana}, Eduardo and {V{\\'a}zquez-Mata},\
+  \ Jos{\\'e} Antonio and {Valentini}, Marica and {Valenzuela}, Octavio and {Vargas-Gonz{\\\
+  'a}lez}, Jaime and {Vargas-Maga{\\~n}a}, Mariana and {Alfaro}, Pablo Vera and {Villanova},\
   \ Sandro and {Vincenzo}, Fiorenzo and {Wake}, David and {Warfield}, Jack T. and\
   \ {Washington}, Jessica Diane and {Weaver}, Benjamin Alan and {Weijmans}, Anne-Marie\
   \ and {Weinberg}, David H. and {Weiss}, Achim and {Westfall}, Kyle B. and {Wild},\
@@ -105,7 +157,7 @@ citation: "\n@ARTICLE{2022ApJS..259...35A,\n       author = {{Abdurro'uf} and {A
   \ and {Zamora}, Olga and {Zasowski}, Gail and {Zhang}, Kai and {Zhao}, Cheng and\
   \ {Zheng}, Zheng and {Zheng}, Zheng and {Zhu}, Kai},\n        title = \"{The Seventeenth\
   \ Data Release of the Sloan Digital Sky Surveys: Complete Release of MaNGA, MaStar,\
-  \ and APOGEE-2 Data}\",\n      journal = {\apjs},\n     keywords = {Astronomy data\
+  \ and APOGEE-2 Data}\",\n      journal = {\\apjs},\n     keywords = {Astronomy data\
   \ acquisition, Astronomy databases, Surveys, 1860, 83, 1671, Astrophysics - Astrophysics\
   \ of Galaxies, Astrophysics - Instrumentation and Methods for Astrophysics},\n \
   \        year = 2022,\n        month = apr,\n       volume = {259},\n       number\
@@ -113,98 +165,59 @@ citation: "\n@ARTICLE{2022ApJS..259...35A,\n       author = {{Abdurro'uf} and {A
   archivePrefix = {arXiv},\n       eprint = {2112.02026},\n primaryClass = {astro-ph.GA},\n\
   \       adsurl = {https://ui.adsabs.harvard.edu/abs/2022ApJS..259...35A},\n    \
   \  adsnote = {Provided by the SAO/NASA Astrophysics Data System}\n}\n"
-dataset_info:
-  config_name: all
-  features:
-  - name: spectrum
-    sequence:
-    - name: flux
-      dtype: float32
-    - name: ivar
-      dtype: float32
-    - name: lsf_sigma
-      dtype: float32
-    - name: lambda
-      dtype: float32
-    - name: mask
-      dtype: bool
-  - name: VDISP
-    dtype: float32
-  - name: VDISP_ERR
-    dtype: float32
-  - name: Z
-    dtype: float32
-  - name: Z_ERR
-    dtype: float32
-  - name: ZWARNING
-    dtype: bool
-  - name: SPECTROFLUX_U
-    dtype: float32
-  - name: SPECTROFLUX_G
-    dtype: float32
-  - name: SPECTROFLUX_R
-    dtype: float32
-  - name: SPECTROFLUX_I
-    dtype: float32
-  - name: SPECTROFLUX_Z
-    dtype: float32
-  - name: SPECTROFLUX_IVAR_U
-    dtype: float32
-  - name: SPECTROFLUX_IVAR_G
-    dtype: float32
-  - name: SPECTROFLUX_IVAR_R
-    dtype: float32
-  - name: SPECTROFLUX_IVAR_I
-    dtype: float32
-  - name: SPECTROFLUX_IVAR_Z
-    dtype: float32
-  - name: SPECTROSYNFLUX_U
-    dtype: float32
-  - name: SPECTROSYNFLUX_G
-    dtype: float32
-  - name: SPECTROSYNFLUX_R
-    dtype: float32
-  - name: SPECTROSYNFLUX_I
-    dtype: float32
-  - name: SPECTROSYNFLUX_Z
-    dtype: float32
-  - name: SPECTROSYNFLUX_IVAR_U
-    dtype: float32
-  - name: SPECTROSYNFLUX_IVAR_G
-    dtype: float32
-  - name: SPECTROSYNFLUX_IVAR_R
-    dtype: float32
-  - name: SPECTROSYNFLUX_IVAR_I
-    dtype: float32
-  - name: SPECTROSYNFLUX_IVAR_Z
-    dtype: float32
-  - name: object_id
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 6243923297
-    num_examples: 100000
-  download_size: 5061527768
-  dataset_size: 6243923297
-configs:
-- config_name: all
-  data_files:
-  - split: train
-    path: all/train-*
----
-
-# Sdss Dataset
-
+    ---
 
+    # Sdss Dataset
 
-Spectra dataset based on SDSS-IV.
+    
 
+    Spectra dataset based on SDSS-IV.
 
 
+    % % ACKNOWLEDGEMENTS
+% % From: https://www.sdss4.org/collaboration/citing-sdss/
+% 
+% Funding for the Sloan Digital Sky Survey IV has been provided by the Alfred P. Sloan Foundation, the U.S. Department of Energy Office of Science, and the Participating Institutions. SDSS acknowledges support and resources from the Center for High-Performance Computing at the University of Utah. The SDSS web site is www.sdss4.org.
+% 
+% SDSS is managed by the Astrophysical Research Consortium for the Participating Institutions of the SDSS Collaboration including the Brazilian Participation Group, the Carnegie Institution for Science, Carnegie Mellon University, Center for Astrophysics | Harvard & Smithsonian (CfA), the Chilean Participation Group, the French Participation Group, Instituto de Astrofísica de Canarias, The Johns Hopkins University, Kavli Institute for the Physics and Mathematics of the Universe (IPMU) / University of Tokyo, the Korean Participation Group, Lawrence Berkeley National Laboratory, Leibniz Institut für Astrophysik Potsdam (AIP), Max-Planck-Institut für Astronomie (MPIA Heidelberg), Max-Planck-Institut für Astrophysik (MPA Garching), Max-Planck-Institut für Extraterrestrische Physik (MPE), National Astronomical Observatories of China, New Mexico State University, New York University, University of Notre Dame, Observatório Nacional / MCTI, The Ohio State University, Pennsylvania State University, Shanghai Astronomical Observatory, United Kingdom Participation Group, Universidad Nacional Autónoma de México, University of Arizona, University of Colorado Boulder, University of Oxford, University of Portsmouth, University of Utah, University of Virginia, University of Washington, University of Wisconsin, Vanderbilt University, and Yale University.
+% 
+% In addition, the appropriate SDSS acknowledgment(s) for the survey and data releases that were used should be included in the Acknowledgments section: 
+% 
+% Funding for the Sloan Digital Sky Survey IV has been provided by the 
+% Alfred P. Sloan Foundation, the U.S. Department of Energy Office of 
+% Science, and the Participating Institutions. 
+% 
+% SDSS-IV acknowledges support and resources from the Center for High 
+% Performance Computing  at the University of Utah. The SDSS 
+% website is www.sdss4.org.
+% 
+% SDSS-IV is managed by the Astrophysical Research Consortium 
+% for the Participating Institutions of the SDSS Collaboration including 
+% the Brazilian Participation Group, the Carnegie Institution for Science, 
+% Carnegie Mellon University, Center for Astrophysics | Harvard \& 
+% Smithsonian, the Chilean Participation Group, the French Participation Group, 
+% Instituto de Astrof\'isica de Canarias, The Johns Hopkins 
+% University, Kavli Institute for the Physics and Mathematics of the 
+% Universe (IPMU) / University of Tokyo, the Korean Participation Group, 
+% Lawrence Berkeley National Laboratory, Leibniz Institut f\"ur Astrophysik 
+% Potsdam (AIP),  Max-Planck-Institut f\"ur Astronomie (MPIA Heidelberg), 
+% Max-Planck-Institut f\"ur Astrophysik (MPA Garching), 
+% Max-Planck-Institut f\"ur Extraterrestrische Physik (MPE), 
+% National Astronomical Observatories of China, New Mexico State University, 
+% New York University, University of Notre Dame, Observat\'ario 
+% Nacional / MCTI, The Ohio State University, Pennsylvania State 
+% University, Shanghai Astronomical Observatory, United 
+% Kingdom Participation Group, Universidad Nacional Aut\'onoma 
+% de M\'exico, University of Arizona, University of Colorado Boulder, 
+% University of Oxford, University of Portsmouth, University of Utah, 
+% University of Virginia, University of Washington, University of 
+% Wisconsin, Vanderbilt University, and Yale University.
+% 
+% CITATION
 @ARTICLE{2022ApJS..259...35A,
-       author = {{Abdurro'uf} and {Accetta}, Katherine and {Aerts}, Conny and {Silva Aguirre}, V{'\i}ctor and {Ahumada}, Romina and {Ajgaonkar}, Nikhil and {Filiz Ak}, N. and {Alam}, Shadab and {Allende Prieto}, Carlos and {Almeida}, Andr{'e}s and {Anders}, Friedrich and {Anderson}, Scott F. and {Andrews}, Brett H. and {Anguiano}, Borja and {Aquino-Ort{'\i}z}, Erik and {Arag{'o}n-Salamanca}, Alfonso and {Argudo-Fern{'a}ndez}, Maria and {Ata}, Metin and {Aubert}, Marie and {Avila-Reese}, Vladimir and {Badenes}, Carles and {Barb{'a}}, Rodolfo H. and {Barger}, Kat and {Barrera-Ballesteros}, Jorge K. and {Beaton}, Rachael L. and {Beers}, Timothy C. and {Belfiore}, Francesco and {Bender}, Chad F. and {Bernardi}, Mariangela and {Bershady}, Matthew A. and {Beutler}, Florian and {Bidin}, Christian Moni and {Bird}, Jonathan C. and {Bizyaev}, Dmitry and {Blanc}, Guillermo A. and {Blanton}, Michael R. and {Boardman}, Nicholas Fraser and {Bolton}, Adam S. and {Boquien}, M{'e}d{'e}ric and {Borissova}, Jura and {Bovy}, Jo and {Brandt}, W.~N. and {Brown}, Jordan and {Brownstein}, Joel R. and {Brusa}, Marcella and {Buchner}, Johannes and {Bundy}, Kevin and {Burchett}, Joseph N. and {Bureau}, Martin and {Burgasser}, Adam and {Cabang}, Tuesday K. and {Campbell}, Stephanie and {Cappellari}, Michele and {Carlberg}, Joleen K. and {Wanderley}, F{'a}bio Carneiro and {Carrera}, Ricardo and {Cash}, Jennifer and {Chen}, Yan-Ping and {Chen}, Wei-Huai and {Cherinka}, Brian and {Chiappini}, Cristina and {Choi}, Peter Doohyun and {Chojnowski}, S. Drew and {Chung}, Haeun and {Clerc}, Nicolas and {Cohen}, Roger E. and {Comerford}, Julia M. and {Comparat}, Johan and {da Costa}, Luiz and {Covey}, Kevin and {Crane}, Jeffrey D. and {Cruz-Gonzalez}, Irene and {Culhane}, Connor and {Cunha}, Katia and {Dai}, Y. Sophia and {Damke}, Guillermo and {Darling}, Jeremy and {Davidson}, James W., Jr. and {Davies}, Roger and {Dawson}, Kyle and {De Lee}, Nathan and {Diamond-Stanic}, Aleksandar M. and {Cano-D{'\i}az}, Mariana and {S{'a}nchez}, Helena Dom{'\i}nguez and {Donor}, John and {Duckworth}, Chris and {Dwelly}, Tom and {Eisenstein}, Daniel J. and {Elsworth}, Yvonne P. and {Emsellem}, Eric and {Eracleous}, Mike and {Escoffier}, Stephanie and {Fan}, Xiaohui and {Farr}, Emily and {Feng}, Shuai and {Fern{'a}ndez-Trincado}, Jos{'e} G. and {Feuillet}, Diane and {Filipp}, Andreas and {Fillingham}, Sean P. and {Frinchaboy}, Peter M. and {Fromenteau}, Sebastien and {Galbany}, Llu{'\i}s and {Garc{'\i}a}, Rafael A. and {Garc{'\i}a-Hern{'a}ndez}, D.~A. and {Ge}, Junqiang and {Geisler}, Doug and {Gelfand}, Joseph and {G{'e}ron}, Tobias and {Gibson}, Benjamin J. and {Goddy}, Julian and {Godoy-Rivera}, Diego and {Grabowski}, Kathleen and {Green}, Paul J. and {Greener}, Michael and {Grier}, Catherine J. and {Griffith}, Emily and {Guo}, Hong and {Guy}, Julien and {Hadjara}, Massinissa and {Harding}, Paul and {Hasselquist}, Sten and {Hayes}, Christian R. and {Hearty}, Fred and {Hern{'a}ndez}, Jes{'u}s and {Hill}, Lewis and {Hogg}, David W. and {Holtzman}, Jon A. and {Horta}, Danny and {Hsieh}, Bau-Ching and {Hsu}, Chin-Hao and {Hsu}, Yun-Hsin and {Huber}, Daniel and {Huertas-Company}, Marc and {Hutchinson}, Brian and {Hwang}, Ho Seong and {Ibarra-Medel}, H{'e}ctor J. and {Chitham}, Jacob Ider and {Ilha}, Gabriele S. and {Imig}, Julie and {Jaekle}, Will and {Jayasinghe}, Tharindu and {Ji}, Xihan and {Johnson}, Jennifer A. and {Jones}, Amy and {J{"o}nsson}, Henrik and {Katkov}, Ivan and {Khalatyan}, Arman, Dr. and {Kinemuchi}, Karen and {Kisku}, Shobhit and {Knapen}, Johan H. and {Kneib}, Jean-Paul and {Kollmeier}, Juna A. and {Kong}, Miranda and {Kounkel}, Marina and {Kreckel}, Kathryn and {Krishnarao}, Dhanesh and {Lacerna}, Ivan and {Lane}, Richard R. and {Langgin}, Rachel and {Lavender}, Ramon and {Law}, David R. and {Lazarz}, Daniel and {Leung}, Henry W. and {Leung}, Ho-Hin and {Lewis}, Hannah M. and {Li}, Cheng and {Li}, Ran and {Lian}, Jianhui and {Liang}, Fu-Heng and {Lin}, Lihwai and {Lin}, Yen-Ting and {Lin}, Sicheng and {Lintott}, Chris and {Long}, Dan and {Longa-Pe{\~n}a}, Pen{'e}lope and {L{'o}pez-Cob{'a}}, Carlos and {Lu}, Shengdong and {Lundgren}, Britt F. and {Luo}, Yuanze and {Mackereth}, J. Ted and {de la Macorra}, Axel and {Mahadevan}, Suvrath and {Majewski}, Steven R. and {Manchado}, Arturo and {Mandeville}, Travis and {Maraston}, Claudia and {Margalef-Bentabol}, Berta and {Masseron}, Thomas and {Masters}, Karen L. and {Mathur}, Savita and {McDermid}, Richard M. and {Mckay}, Myles and {Merloni}, Andrea and {Merrifield}, Michael and {Meszaros}, Szabolcs and {Miglio}, Andrea and {Di Mille}, Francesco and {Minniti}, Dante and {Minsley}, Rebecca and {Monachesi}, Antonela and {Moon}, Jeongin and {Mosser}, Benoit and {Mulchaey}, John and {Muna}, Demitri and {Mu{\~n}oz}, Ricardo R. and {Myers}, Adam D. and {Myers}, Natalie and {Nadathur}, Seshadri and {Nair}, Preethi and {Nandra}, Kirpal and {Neumann}, Justus and {Newman}, Jeffrey A. and {Nidever}, David L. and {Nikakhtar}, Farnik and {Nitschelm}, Christian and {O'Connell}, Julia E. and {Garma-Oehmichen}, Luis and {Luan Souza de Oliveira}, Gabriel and {Olney}, Richard and {Oravetz}, Daniel and {Ortigoza-Urdaneta}, Mario and {Osorio}, Yeisson and {Otter}, Justin and {Pace}, Zachary J. and {Padilla}, Nelson and {Pan}, Kaike and {Pan}, Hsi-An and {Parikh}, Taniya and {Parker}, James and {Peirani}, Sebastien and {Pe{\~n}a Ram{'\i}rez}, Karla and {Penny}, Samantha and {Percival}, Will J. and {Perez-Fournon}, Ismael and {Pinsonneault}, Marc and {Poidevin}, Fr{'e}d{'e}rick and {Poovelil}, Vijith Jacob and {Price-Whelan}, Adrian M. and {B{'a}rbara de Andrade Queiroz}, Anna and {Raddick}, M. Jordan and {Ray}, Amy and {Rembold}, Sandro Barboza and {Riddle}, Nicole and {Riffel}, Rogemar A. and {Riffel}, Rog{'e}rio and {Rix}, Hans-Walter and {Robin}, Annie C. and {Rodr{'\i}guez-Puebla}, Aldo and {Roman-Lopes}, Alexandre and {Rom{'a}n-Z{'u}{\~n}iga}, Carlos and {Rose}, Benjamin and {Ross}, Ashley J. and {Rossi}, Graziano and {Rubin}, Kate H.~R. and {Salvato}, Mara and {S{'a}nchez}, Seb{'a}stian F. and {S{'a}nchez-Gallego}, Jos{'e} R. and {Sanderson}, Robyn and {Santana Rojas}, Felipe Antonio and {Sarceno}, Edgar and {Sarmiento}, Regina and {Sayres}, Conor and {Sazonova}, Elizaveta and {Schaefer}, Adam L. and {Schiavon}, Ricardo and {Schlegel}, David J. and {Schneider}, Donald P. and {Schultheis}, Mathias and {Schwope}, Axel and {Serenelli}, Aldo and {Serna}, Javier and {Shao}, Zhengyi and {Shapiro}, Griffin and {Sharma}, Anubhav and {Shen}, Yue and {Shetrone}, Matthew and {Shu}, Yiping and {Simon}, Joshua D. and {Skrutskie}, M.~F. and {Smethurst}, Rebecca and {Smith}, Verne and {Sobeck}, Jennifer and {Spoo}, Taylor and {Sprague}, Dani and {Stark}, David V. and {Stassun}, Keivan G. and {Steinmetz}, Matthias and {Stello}, Dennis and {Stone-Martinez}, Alexander and {Storchi-Bergmann}, Thaisa and {Stringfellow}, Guy S. and {Stutz}, Amelia and {Su}, Yung-Chau and {Taghizadeh-Popp}, Manuchehr and {Talbot}, Michael S. and {Tayar}, Jamie and {Telles}, Eduardo and {Teske}, Johanna and {Thakar}, Ani and {Theissen}, Christopher and {Tkachenko}, Andrew and {Thomas}, Daniel and {Tojeiro}, Rita and {Hernandez Toledo}, Hector and {Troup}, Nicholas W. and {Trump}, Jonathan R. and {Trussler}, James and {Turner}, Jacqueline and {Tuttle}, Sarah and {Unda-Sanzana}, Eduardo and {V{'a}zquez-Mata}, Jos{'e} Antonio and {Valentini}, Marica and {Valenzuela}, Octavio and {Vargas-Gonz{'a}lez}, Jaime and {Vargas-Maga{\~n}a}, Mariana and {Alfaro}, Pablo Vera and {Villanova}, Sandro and {Vincenzo}, Fiorenzo and {Wake}, David and {Warfield}, Jack T. and {Washington}, Jessica Diane and {Weaver}, Benjamin Alan and {Weijmans}, Anne-Marie and {Weinberg}, David H. and {Weiss}, Achim and {Westfall}, Kyle B. and {Wild}, Vivienne and {Wilde}, Matthew C. and {Wilson}, John C. and {Wilson}, Robert F. and {Wilson}, Mikayla and {Wolf}, Julien and {Wood-Vasey}, W.~M. and {Yan}, Renbin and {Zamora}, Olga and {Zasowski}, Gail and {Zhang}, Kai and {Zhao}, Cheng and {Zheng}, Zheng and {Zheng}, Zheng and {Zhu}, Kai},
+       author = {{Abdurro'uf} and {Accetta}, Katherine and {Aerts}, Conny and {Silva Aguirre}, V{\'\i}ctor and {Ahumada}, Romina and {Ajgaonkar}, Nikhil and {Filiz Ak}, N. and {Alam}, Shadab and {Allende Prieto}, Carlos and {Almeida}, Andr{\'e}s and {Anders}, Friedrich and {Anderson}, Scott F. and {Andrews}, Brett H. and {Anguiano}, Borja and {Aquino-Ort{\'\i}z}, Erik and {Arag{\'o}n-Salamanca}, Alfonso and {Argudo-Fern{\'a}ndez}, Maria and {Ata}, Metin and {Aubert}, Marie and {Avila-Reese}, Vladimir and {Badenes}, Carles and {Barb{\'a}}, Rodolfo H. and {Barger}, Kat and {Barrera-Ballesteros}, Jorge K. and {Beaton}, Rachael L. and {Beers}, Timothy C. and {Belfiore}, Francesco and {Bender}, Chad F. and {Bernardi}, Mariangela and {Bershady}, Matthew A. and {Beutler}, Florian and {Bidin}, Christian Moni and {Bird}, Jonathan C. and {Bizyaev}, Dmitry and {Blanc}, Guillermo A. and {Blanton}, Michael R. and {Boardman}, Nicholas Fraser and {Bolton}, Adam S. and {Boquien}, M{\'e}d{\'e}ric and {Borissova}, Jura and {Bovy}, Jo and {Brandt}, W.~N. and {Brown}, Jordan and {Brownstein}, Joel R. and {Brusa}, Marcella and {Buchner}, Johannes and {Bundy}, Kevin and {Burchett}, Joseph N. and {Bureau}, Martin and {Burgasser}, Adam and {Cabang}, Tuesday K. and {Campbell}, Stephanie and {Cappellari}, Michele and {Carlberg}, Joleen K. and {Wanderley}, F{\'a}bio Carneiro and {Carrera}, Ricardo and {Cash}, Jennifer and {Chen}, Yan-Ping and {Chen}, Wei-Huai and {Cherinka}, Brian and {Chiappini}, Cristina and {Choi}, Peter Doohyun and {Chojnowski}, S. Drew and {Chung}, Haeun and {Clerc}, Nicolas and {Cohen}, Roger E. and {Comerford}, Julia M. and {Comparat}, Johan and {da Costa}, Luiz and {Covey}, Kevin and {Crane}, Jeffrey D. and {Cruz-Gonzalez}, Irene and {Culhane}, Connor and {Cunha}, Katia and {Dai}, Y. Sophia and {Damke}, Guillermo and {Darling}, Jeremy and {Davidson}, James W., Jr. and {Davies}, Roger and {Dawson}, Kyle and {De Lee}, Nathan and {Diamond-Stanic}, Aleksandar M. and {Cano-D{\'\i}az}, Mariana and {S{\'a}nchez}, Helena Dom{\'\i}nguez and {Donor}, John and {Duckworth}, Chris and {Dwelly}, Tom and {Eisenstein}, Daniel J. and {Elsworth}, Yvonne P. and {Emsellem}, Eric and {Eracleous}, Mike and {Escoffier}, Stephanie and {Fan}, Xiaohui and {Farr}, Emily and {Feng}, Shuai and {Fern{\'a}ndez-Trincado}, Jos{\'e} G. and {Feuillet}, Diane and {Filipp}, Andreas and {Fillingham}, Sean P. and {Frinchaboy}, Peter M. and {Fromenteau}, Sebastien and {Galbany}, Llu{\'\i}s and {Garc{\'\i}a}, Rafael A. and {Garc{\'\i}a-Hern{\'a}ndez}, D.~A. and {Ge}, Junqiang and {Geisler}, Doug and {Gelfand}, Joseph and {G{\'e}ron}, Tobias and {Gibson}, Benjamin J. and {Goddy}, Julian and {Godoy-Rivera}, Diego and {Grabowski}, Kathleen and {Green}, Paul J. and {Greener}, Michael and {Grier}, Catherine J. and {Griffith}, Emily and {Guo}, Hong and {Guy}, Julien and {Hadjara}, Massinissa and {Harding}, Paul and {Hasselquist}, Sten and {Hayes}, Christian R. and {Hearty}, Fred and {Hern{\'a}ndez}, Jes{\'u}s and {Hill}, Lewis and {Hogg}, David W. and {Holtzman}, Jon A. and {Horta}, Danny and {Hsieh}, Bau-Ching and {Hsu}, Chin-Hao and {Hsu}, Yun-Hsin and {Huber}, Daniel and {Huertas-Company}, Marc and {Hutchinson}, Brian and {Hwang}, Ho Seong and {Ibarra-Medel}, H{\'e}ctor J. and {Chitham}, Jacob Ider and {Ilha}, Gabriele S. and {Imig}, Julie and {Jaekle}, Will and {Jayasinghe}, Tharindu and {Ji}, Xihan and {Johnson}, Jennifer A. and {Jones}, Amy and {J{\"o}nsson}, Henrik and {Katkov}, Ivan and {Khalatyan}, Arman, Dr. and {Kinemuchi}, Karen and {Kisku}, Shobhit and {Knapen}, Johan H. and {Kneib}, Jean-Paul and {Kollmeier}, Juna A. and {Kong}, Miranda and {Kounkel}, Marina and {Kreckel}, Kathryn and {Krishnarao}, Dhanesh and {Lacerna}, Ivan and {Lane}, Richard R. and {Langgin}, Rachel and {Lavender}, Ramon and {Law}, David R. and {Lazarz}, Daniel and {Leung}, Henry W. and {Leung}, Ho-Hin and {Lewis}, Hannah M. and {Li}, Cheng and {Li}, Ran and {Lian}, Jianhui and {Liang}, Fu-Heng and {Lin}, Lihwai and {Lin}, Yen-Ting and {Lin}, Sicheng and {Lintott}, Chris and {Long}, Dan and {Longa-Pe{\~n}a}, Pen{\'e}lope and {L{\'o}pez-Cob{\'a}}, Carlos and {Lu}, Shengdong and {Lundgren}, Britt F. and {Luo}, Yuanze and {Mackereth}, J. Ted and {de la Macorra}, Axel and {Mahadevan}, Suvrath and {Majewski}, Steven R. and {Manchado}, Arturo and {Mandeville}, Travis and {Maraston}, Claudia and {Margalef-Bentabol}, Berta and {Masseron}, Thomas and {Masters}, Karen L. and {Mathur}, Savita and {McDermid}, Richard M. and {Mckay}, Myles and {Merloni}, Andrea and {Merrifield}, Michael and {Meszaros}, Szabolcs and {Miglio}, Andrea and {Di Mille}, Francesco and {Minniti}, Dante and {Minsley}, Rebecca and {Monachesi}, Antonela and {Moon}, Jeongin and {Mosser}, Benoit and {Mulchaey}, John and {Muna}, Demitri and {Mu{\~n}oz}, Ricardo R. and {Myers}, Adam D. and {Myers}, Natalie and {Nadathur}, Seshadri and {Nair}, Preethi and {Nandra}, Kirpal and {Neumann}, Justus and {Newman}, Jeffrey A. and {Nidever}, David L. and {Nikakhtar}, Farnik and {Nitschelm}, Christian and {O'Connell}, Julia E. and {Garma-Oehmichen}, Luis and {Luan Souza de Oliveira}, Gabriel and {Olney}, Richard and {Oravetz}, Daniel and {Ortigoza-Urdaneta}, Mario and {Osorio}, Yeisson and {Otter}, Justin and {Pace}, Zachary J. and {Padilla}, Nelson and {Pan}, Kaike and {Pan}, Hsi-An and {Parikh}, Taniya and {Parker}, James and {Peirani}, Sebastien and {Pe{\~n}a Ram{\'\i}rez}, Karla and {Penny}, Samantha and {Percival}, Will J. and {Perez-Fournon}, Ismael and {Pinsonneault}, Marc and {Poidevin}, Fr{\'e}d{\'e}rick and {Poovelil}, Vijith Jacob and {Price-Whelan}, Adrian M. and {B{\'a}rbara de Andrade Queiroz}, Anna and {Raddick}, M. Jordan and {Ray}, Amy and {Rembold}, Sandro Barboza and {Riddle}, Nicole and {Riffel}, Rogemar A. and {Riffel}, Rog{\'e}rio and {Rix}, Hans-Walter and {Robin}, Annie C. and {Rodr{\'\i}guez-Puebla}, Aldo and {Roman-Lopes}, Alexandre and {Rom{\'a}n-Z{\'u}{\~n}iga}, Carlos and {Rose}, Benjamin and {Ross}, Ashley J. and {Rossi}, Graziano and {Rubin}, Kate H.~R. and {Salvato}, Mara and {S{\'a}nchez}, Seb{\'a}stian F. and {S{\'a}nchez-Gallego}, Jos{\'e} R. and {Sanderson}, Robyn and {Santana Rojas}, Felipe Antonio and {Sarceno}, Edgar and {Sarmiento}, Regina and {Sayres}, Conor and {Sazonova}, Elizaveta and {Schaefer}, Adam L. and {Schiavon}, Ricardo and {Schlegel}, David J. and {Schneider}, Donald P. and {Schultheis}, Mathias and {Schwope}, Axel and {Serenelli}, Aldo and {Serna}, Javier and {Shao}, Zhengyi and {Shapiro}, Griffin and {Sharma}, Anubhav and {Shen}, Yue and {Shetrone}, Matthew and {Shu}, Yiping and {Simon}, Joshua D. and {Skrutskie}, M.~F. and {Smethurst}, Rebecca and {Smith}, Verne and {Sobeck}, Jennifer and {Spoo}, Taylor and {Sprague}, Dani and {Stark}, David V. and {Stassun}, Keivan G. and {Steinmetz}, Matthias and {Stello}, Dennis and {Stone-Martinez}, Alexander and {Storchi-Bergmann}, Thaisa and {Stringfellow}, Guy S. and {Stutz}, Amelia and {Su}, Yung-Chau and {Taghizadeh-Popp}, Manuchehr and {Talbot}, Michael S. and {Tayar}, Jamie and {Telles}, Eduardo and {Teske}, Johanna and {Thakar}, Ani and {Theissen}, Christopher and {Tkachenko}, Andrew and {Thomas}, Daniel and {Tojeiro}, Rita and {Hernandez Toledo}, Hector and {Troup}, Nicholas W. and {Trump}, Jonathan R. and {Trussler}, James and {Turner}, Jacqueline and {Tuttle}, Sarah and {Unda-Sanzana}, Eduardo and {V{\'a}zquez-Mata}, Jos{\'e} Antonio and {Valentini}, Marica and {Valenzuela}, Octavio and {Vargas-Gonz{\'a}lez}, Jaime and {Vargas-Maga{\~n}a}, Mariana and {Alfaro}, Pablo Vera and {Villanova}, Sandro and {Vincenzo}, Fiorenzo and {Wake}, David and {Warfield}, Jack T. and {Washington}, Jessica Diane and {Weaver}, Benjamin Alan and {Weijmans}, Anne-Marie and {Weinberg}, David H. and {Weiss}, Achim and {Westfall}, Kyle B. and {Wild}, Vivienne and {Wilde}, Matthew C. and {Wilson}, John C. and {Wilson}, Robert F. and {Wilson}, Mikayla and {Wolf}, Julien and {Wood-Vasey}, W.~M. and {Yan}, Renbin and {Zamora}, Olga and {Zasowski}, Gail and {Zhang}, Kai and {Zhao}, Cheng and {Zheng}, Zheng and {Zheng}, Zheng and {Zhu}, Kai},
         title = "{The Seventeenth Data Release of the Sloan Digital Sky Surveys: Complete Release of MaNGA, MaStar, and APOGEE-2 Data}",
-      journal = {pjs},
+      journal = {\apjs},
      keywords = {Astronomy data acquisition, Astronomy databases, Surveys, 1860, 83, 1671, Astrophysics - Astrophysics of Galaxies, Astrophysics - Instrumentation and Methods for Astrophysics},
          year = 2022,
         month = apr,
@@ -220,3 +233,4 @@ archivePrefix = {arXiv},
       adsnote = {Provided by the SAO/NASA Astrophysics Data System}
 }
 
+